Mohsin Nawaz®
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05

Portfolio Roast

"Face the Heat" — an AI portfolio and resume roast that gives blunt, specific, senior-dev-style feedback instead of polite platitudes. Shipped solo.

SoloAI · LLMNext.jsVercel
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Portfolio Roast
The problem

Developers rarely get honest, specific feedback on their portfolio or resume before applying — friends are too polite, and most feedback tools default to generic, softened praise instead of what a hiring engineer would actually flag.

The approach

Built a fast Next.js app around a deliberately blunt LLM persona — branded "Face the Heat" — that reads a portfolio or resume and gives direct, specific critique in seconds instead of vague encouragement.

Role
Solo — product, prompt design, build, deploy
Timeline
Live
Stack
Next.js, LLM API, Vercel
Outcome

The fastest-responding project in this list by a wide margin — under half a second to first byte on a direct measurement against production. Fast enough that the "roast" format actually works: no waiting around for the critique to land.